Written question AQW 41301/22-27

Written question by Mr Colm Gildernew on .

MLA
Mr Colm Gildernew
Party at the time
Sinn Féin
Date
24 February 2026
Type
Written question
Assembly reference
AQW 41301/22-27
Department
Department for Communities
Business
To the Minister for Communities
Assembly identifier
Document 473016

Text

To ask the Minister for Communities whether Artificial Intelligence is currently being used by his Department, as a means of detecting welfare (i) fraud; and (ii) error.

27 words. Text as published by the Northern Ireland Assembly.

Assessment

Not qualifying

Jev’s structured answers met the documented threshold for “not qualifying”.

  • Overall probability that the activity is being used to promote, exploit or escalate an identity-based controversy: 0.03 (qualifying needs at least 0.70; at or below 0.30 is not qualifying).
  • None of the five culture-war criteria was met (each was below 0.60).
  • Assessed as legitimate policy scrutiny (0.90).
  • No identity-based framing was identified (1.00).
  • The overall probability was at or below the not-qualifying threshold.

This is an AI-generated assessment of the text, made against published criteria. It is not a finding of fact about the MLA or their intentions. The Assembly record itself is the fact.

Jev’s structured answers

Probability that each statement is true of this text (0 = no, 1 = yes). A criterion counts as met at 0.60 or above.
QuestionProbabilityMet?
Identity framing0.02No
Sectarian or communal antagonism0.02No
Cultural grievance politics0.01No
Dog-whistle messaging0.02No
Controversy escalation0.02No
Legitimate policy scrutiny0.90Yes
Overall judgement0.03At or below not-qualifying threshold
Context and attribution (stance)
OptionProbability
No identity-based framing (chosen)1.00
Reports or questions it0.00
Criticises or condemns it0.00
Adopts it0.00
Subject area (top five)
SubjectProbability
No identity-related subject0.97
Disability (including neurodivergence and mental health), disabled people and disability or sickness benefits0.02
Gender, sexuality, abortion and related social issues0.01
Flags, emblems, symbols, names and memorials0.00
Parades, bonfires and commemorations0.00

Assessed 21 October 2026 at 06:03 UTC by jev-1.13.0 (requested as typesafe/jev) under rubric 2026.10-r9, methodology 1.9.

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